[KongchangAI]
Unverified50% confidenceSolutionExact time

Credit deduction must guarantee atomicity to prevent concurrent requests from driving the balance negative; this can be achieved with database atomic operations (UPDATE ... WHERE credits >= 1 and checking the number of affected rows), transactional row locks, or Redis atomic decrement commands.

1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen

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https://kongchang.com/claim/1058594
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MCP
get_claim(id=1058594)